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Sunday, 17 May 2020

Bias-Variance || Overfitting & Underfitting | NerdML

This video will help you to understand What is Bias & how does it work? What is variance & how to mathematically calculate variance on data-points? What is Overfitting & Underfitting? How to avoid Overfitting & Underfitting by trading-off bias-variance.
Below topics are explained in this video:
1. What is Bias & how does it work? ( 00:23 )
2. What is variance & how to mathematically calculate variance on data-points? ( 02:17 )
3. What is Overfitting & Underfitting? ( 04:55 )
4. How to avoid Overfitting & Underfitting by trading-off bias-variance? (10:58)